A Novel Differentially Private Online Learning Algorithm for Group Lasso in Big Data

This study addresses the challenge of extracting valuable information and selecting key variables from large datasets, essential across statistics, computational science, and data science. In the age of big data, where safeguarding personal privacy is paramount, this study presents an online learnin...

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Bibliographic Details
Main Authors: Jinxia Li, Liwei Lu
Format: Article
Language:English
Published: Wiley 2024-01-01
Series:IET Information Security
Online Access:http://dx.doi.org/10.1049/2024/5553292
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